# Job Postings Scraper - Greenhouse, Lever, Ashby & More (`swerve/ats-jobs-scraper`) Actor Scrape open job postings from Greenhouse, Lever, Ashby, SmartRecruiters and Recruitee. Paste a company careers URL and get every role: title, location, department, type, salary where published, description and apply link. Covers more platforms than most job scrapers. - **URL**: https://apify.com/swerve/ats-jobs-scraper.md - **Developed by:** [Swerve](https://apify.com/swerve) (community) - **Categories:** Jobs - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $5.00 / 1,000 results This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## Job Postings Scraper — Greenhouse, Lever, Ashby, SmartRecruiters & Recruitee Scrape **open job postings** straight from company career pages powered by **Greenhouse, Lever, Ashby, SmartRecruiters and Recruitee** — five of the most common applicant-tracking systems, used by tens of thousands of companies. Most job scrapers cover only two or three of these. Paste a company's job-board URL and get every open role. Runs on each board's own public data — **no login, no API key, no anti-bot**. ### What you can do with it - Track who's hiring and for what (sales / recruiting signals) - Build a jobs board or aggregator from real company career pages - Monitor a competitor's or target account's open roles over time - Feed a recruiting or market-research dataset ### Input | Field | What it does | Example | |-------|--------------|---------| | **Job board URLs** | A company's careers URL on any of the five platforms. | `https://boards.greenhouse.io/stripe`, `https://jobs.lever.co/spotify`, `https://jobs.ashbyhq.com/ramp`, `https://careers.smartrecruiters.com/BoschGroup`, `https://bunq.recruitee.com` | | **Max jobs per company** | Optional cap per company. Leave blank for all roles. | `200` | | **Max results** | Optional overall cap. | — | You can also write a board as `greenhouse:stripe`, `lever:spotify`, `ashby:ramp`, `smartrecruiters:BoschGroup` or `recruitee:bunq`. Mix companies and platforms freely in one run. ### Output One row per job, normalized across all three platforms: ```json { "company": "stripe", "platform": "greenhouse", "jobId": "6789012", "title": "Account Executive, AI Sales", "location": "San Francisco, CA", "department": "Sales", "team": "Sales", "employmentType": "Full-time", "workplaceType": "Remote", "compensation": "$120K – $160K", "description": "Stripe is looking for...", "url": "https://boards.greenhouse.io/stripe/jobs/6789012", "postedAt": "2026-06-30T00:00:00.000Z", "updatedAt": "2026-07-01T00:00:00.000Z", "scrapedAt": "2026-07-07T12:07:00.000Z" } ```` Fill rates on the core fields (title, location, department, apply URL) are ~100% on all three platforms. ### What each platform provides - **Greenhouse** — full data including the complete job description. - **Lever** — full data including the description, employment type and workplace type. - **Recruitee** — full data including the description, employment type, workplace type and salary when published. - **Ashby** — title, location, department, employment type and **salary range** (when the company publishes it). The full description is not exposed by Ashby's public board. - **SmartRecruiters** — title, location, department, employment type and remote/hybrid flag. The full description is not exposed by the public postings list. ### How it works Each platform has a public, key-less endpoint (Greenhouse Boards API, Lever Postings API, Ashby's public job-board GraphQL). The actor detects the platform from the URL you paste, pulls all open roles, and normalizes them to one common shape. No proxy required. ### Limits - Fields a given platform does not publish come back empty (for example, salary is only available where the company chooses to show it; Ashby does not expose the description). - Only open/published roles are returned. ### Pricing Pay per result. You only pay for the jobs you actually get. # Actor input Schema ## `boardUrls` (type: `array`): Paste a company's careers URL on Greenhouse, Lever, Ashby, SmartRecruiters or Recruitee, e.g. https://boards.greenhouse.io/stripe, https://jobs.lever.co/spotify, https://jobs.ashbyhq.com/ramp, https://careers.smartrecruiters.com/BoschGroup, https://bunq.recruitee.com. You can also write it as greenhouse:stripe, lever:spotify, ashby:ramp, smartrecruiters:BoschGroup or recruitee:bunq. ## `maxJobsPerCompany` (type: `integer`): Cap jobs collected per company. Leave blank for all open roles. ## `maxItems` (type: `integer`): Cap on total jobs. Leave blank for everything. ## `proxyConfiguration` (type: `object`): Optional. These job boards work without a proxy; add one only for very large runs. ## Actor input object example ```json { "boardUrls": [ "https://boards.greenhouse.io/stripe" ], "proxyConfiguration": { "useApifyProxy": false } } ``` # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "boardUrls": [ "https://boards.greenhouse.io/stripe" ], "proxyConfiguration": { "useApifyProxy": false } }; // Run the Actor and wait for it to finish const run = await client.actor("swerve/ats-jobs-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "boardUrls": ["https://boards.greenhouse.io/stripe"], "proxyConfiguration": { "useApifyProxy": False }, } # Run the Actor and wait for it to finish run = client.actor("swerve/ats-jobs-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "boardUrls": [ "https://boards.greenhouse.io/stripe" ], "proxyConfiguration": { "useApifyProxy": false } }' | apify call swerve/ats-jobs-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=swerve/ats-jobs-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Job Postings Scraper - Greenhouse, Lever, Ashby & More", "description": "Scrape open job postings from Greenhouse, Lever, Ashby, SmartRecruiters and Recruitee. Paste a company careers URL and get every role: title, location, department, type, salary where published, description and apply link. Covers more platforms than most job scrapers.", "version": "0.1", "x-build-id": "z2kuMcDMzNen1sjYI" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/swerve~ats-jobs-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-swerve-ats-jobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/swerve~ats-jobs-scraper/runs": { "post": { "operationId": "runs-sync-swerve-ats-jobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/swerve~ats-jobs-scraper/run-sync": { "post": { "operationId": "run-sync-swerve-ats-jobs-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "boardUrls": { "title": "Job board URLs (or company tokens)", "type": "array", "description": "Paste a company's careers URL on Greenhouse, Lever, Ashby, SmartRecruiters or Recruitee, e.g. https://boards.greenhouse.io/stripe, https://jobs.lever.co/spotify, https://jobs.ashbyhq.com/ramp, https://careers.smartrecruiters.com/BoschGroup, https://bunq.recruitee.com. You can also write it as greenhouse:stripe, lever:spotify, ashby:ramp, smartrecruiters:BoschGroup or recruitee:bunq.", "items": { "type": "string" } }, "maxJobsPerCompany": { "title": "Max jobs per company", "minimum": 1, "type": "integer", "description": "Cap jobs collected per company. Leave blank for all open roles." }, "maxItems": { "title": "Max results", "minimum": 1, "type": "integer", "description": "Cap on total jobs. Leave blank for everything." }, "proxyConfiguration": { "title": "Proxy", "type": "object", "description": "Optional. These job boards work without a proxy; add one only for very large runs.", "default": { "useApifyProxy": false } } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```